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    "# Patch Release 2.1.0.3\n",
    "#### [`arcgis.gis`](/python/api-reference/arcgis.gis.toc.html)\n",
    "* [`GIS`](/python/api-reference/arcgis.gis.toc.html#gis)\n",
    "  * Improve parsing support for users with Kerberors and IWA authentication schemes\n",
    "\n",
    "#### [`arcgis.gis.admin`](/python/api-reference/arcgis.gis.admin.html#)\n",
    "* [`AGOLUsageReports`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.AGOLUsageReports)\n",
    "  * Fixes issue with incorrect statistics for date ranges over 5 months ago\n",
    "\n",
    "#### [`arcgis.gis.server`](/python/api-reference/arcgis.gis.server.html#)\n",
    "* [`LogManager`](/python/api-reference/arcgis.gis.server.html#logmanager)\n",
    "  * [`query()`](/python/api-reference/arcgis.gis.server.html#arcgis.gis.server.LogManager.query)\n",
    "    * Fixes BUG-000154142 where paging was not terminating propertly with record amounts over 5000\n",
    "\n",
    "#### [`arcgis.features`](/python/api-reference/arcgis.features.toc.html)\n",
    "* [`FeatureLayerCollection`](/python/api-reference/arcgis.features.toc.html#featurelayercollection)\n",
    "  * [`extract_changes()`]()\n",
    "    * Adds `layer_servergen` parameter and documentation\n",
    "\n",
    "#### [`arcgis.geometry`](/python/api-reference/arcgis.geometry.html)\n",
    "* [`Geometry`](/python/api-reference/arcgis.geometry.html#geometry)\n",
    "  * [`true_centroid`](/python/api-reference/arcgis.geometry.html#arcgis.geometry.Geometry.true_centroid)\n",
    "    * Ensures property returns results as a `geometry` object instead of tuple\n",
    "\n",
    "#### [`arcgis.geoenrichment`](/python/api-reference/arcgis.geoenrichment.html)\n",
    "* Fixes issue for parsing with multiple buffer distances\n",
    "\n",
    "#### [`arcgis.graph`](/python/api-reference/arcgis.graph.html)\n",
    "* [`KnowledgeGraph`](/python/api-reference/arcgis.graph.html#knowledgegraph)\n",
    "  * Adds [`apply_edits()`](/python/api-reference/arcgis.graph.html#arcgis.graph.KnowledgeGraph.query) method to support editing\n",
    "\n",
    "#### [`arcgis.apps`](/python/api-reference/arcgis.apps.html)\n",
    "* [`hub`](/python/api-reference/arcgis.apps.hub.html)\n",
    "  * Fixes issue with token handling for security purposes\n",
    "  * Fixes issue with properly reading sharing properties\n",
    "  * [`Page`]()\n",
    "    * [`update_layout()`](/python/api-reference/arcgis.apps.hub.html#arcgis.apps.hub.sites.Page.update_layout)\n",
    "      * Fixes issue to ensure works properly with new backend infrastructure implementation\n",
    "* [`storymap`](/python/api-reference/arcgis.apps.storymap.html)\n",
    "  * [`Timeline`](/python/api-reference/arcgis.apps.storymap.html#timeline)\n",
    "    * Fixes issue where position of node was not properly returned\n",
    "\n",
    "#### [`arcgis.learn`](/python/api-reference/arcgis.learn.toc.html)\n",
    "* Updates prediction output formatting to `x,y,w,h`\n",
    "* Fixes intermittent erratic `one_cycle` behavior and uses default `learning_rate` when `lr=None`\n",
    "* Fixes Class dump format in a generated `emd`\n",
    "* Fixes `average_precision_score_output` formatting\n",
    "* Adds explicit documentation for data formatting\n",
    "\n",
    "# Patch Release 2.1.0.2\n",
    "#### [`arcgis.learn`](/python/api-reference/arcgis.learn.toc.html)\n",
    "* Restores functionality of internal inferencing checks\n",
    "\n",
    "# Patch Release 2.1.0.1\n",
    "#### [`arcgis.features`](/python/api-reference/arcgis.features.toc.html)\n",
    "  * [`FeatureLayerCollection`](/python/api-reference/arcgis.features.toc.html#featurelayercollection)\n",
    "    * [`extract_changes()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayerCollection.extract_changes)\n",
    "      * Adds support for querying the last time changes were sent on each layer \n",
    "\n",
    "#### [`arcgis.features.managers`](/python/api-reference/arcgis.features.managers.html#)\n",
    "  * [`Version`](/python/api-reference/arcgis.features.managers.html#version)\n",
    "    * [`edit()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._version.Version.edit)\n",
    "      * Updates support for Enterprise 11.1\n",
    "    \n",
    "# What's new in version 2.1.0\n",
    "* **Note:** Installation of the API for Python results in version number `2.1.0.2`\n",
    "\n",
    "\n",
    "## New\n",
    "* Adds [Dask](https://www.dask.org/) Support\n",
    "  * advanced parallel processing for analytics\n",
    "  * see [`from_parquet()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.from_parquet)\n",
    "* Adds descriptive information for results of asynchronous functions\n",
    "  * see a `future` parameter for functions and methods in the documentation\n",
    "* Adds hyperlinks to return values in API Reference documentation\n",
    "* Removes `ntlm_authentication` and replaces with `gsspi/kerberos` on non-Windows machines\n",
    "\n",
    "\n",
    "### [Guides](../)\n",
    "* [Install and Setup](../guide/install-and-set-up/)\n",
    "  * Adds [`Install in Google Collab`](../guide/install-and-set-up#install-in-google-colaboratory) section\n",
    "* [Deep Learning with ArcGIS](../)\n",
    "  * 2d Computer Vision\n",
    "    * Pixel Classification\n",
    "      * [How PSETAE works](../guide/how-psetae-works)\n",
    "  \n",
    "### [Samples](/python/samples/)\n",
    "* [GIS analysts and data scientists](/python/samples)\n",
    "  * [Tonga Volcano Eruption - SO2 Analysis](/python/samples/tonga-volcano-eruption-2022)\n",
    "* [Advanced Machine Learning](/python/samples)\n",
    "  * 2d Computer Vision\n",
    "    * Object Detection\n",
    "      * [Detecting Palm Trees using Deep Learning](/python/samples/detecting-palm-trees-using-deep-learning)\n",
    "      * [Detecting Swimming Pools using Automated Deep Learning](/python/samples/detecting-swimming-pools-using-automated-machine-learning)\n",
    "      * [Traffic Light Detection in Oriented Imagery Using ArcGIS Pretrained Model](/python/samples/traffic-light-detection-on-oriented-imagery)\n",
    "    * Feature Extraction\n",
    "      * [Extracting features and Land Use Land Cover using Panoptic Segmentation ](/python/samples/extracting0-features-and-land-use-land-cover-using-panoptic-segmentation)\n",
    "      * [Flood inundation mapping and monitoring using SAR data and deep learning](/python/samples/flood-inundation-mapping-using-sar-data-and-deep-learning)\n",
    "      * [Coastline extraction using Landsat-8 multispectral imagery and band ratio technique](/python/samples/coastline-extraction-usa-landsat8-multispectral-imagery)\n",
    "    * Generative Models\n",
    "      * [Generating Land Surface Temperature from multispectral imagery using Pix2Pix](/python/samples/generating-lst-from-multispectral-imagery-using-pix2pix)\n",
    "      * [Generating cloud masks from satellite imagery - Part I ](/python/samples/cloud-detector-part1-cloudless-sentinel-&-unsupervised)\n",
    "* [Content Publishers](/python/samples)\n",
    "  * [Publishing and Consuming OGC Services](/python/samples/publish-ogc-services)\n",
    "\n",
    "### Module Changes\n",
    "\n",
    "#### [`arcgis.gis`](/python/api-reference/arcgis.gis.toc.html)\n",
    "* Adds module so methods can run without specifying backend: `Notebook Server` or `ArcGIS Online`:\n",
    "  * [`arcgis.notebook`](/python/api-reference/arcgis.notebook.html)\n",
    "    * [`create_snapshots()`](/python/api-reference/arcgis.notebook.html#create-snapshot)\n",
    "    * [`execute_notebook()`](/python/api-reference/arcgis.notebook.html#execute-notebook)\n",
    "    * [`list_runtimes()`](/python/api-reference/arcgis.notebook.html#list-runtimes)\n",
    "    * [`list_snapshots()`](/python/api-reference/arcgis.notebook.html#list-snapshots)\n",
    "* Adds Submodule:\n",
    "  * [`arcgis.gis.agonb`](/python/api-reference/arcgis.gis.agonb.html)\n",
    "    * [`AGOLNotebookManager`](/python/api-reference/arcgis.gis.agonb.html#agolnotebookmanager)\n",
    "* Adds classes:\n",
    "  * [`MarketPlaceManager`](/python/api-reference/arcgis.gis.toc.html#marketplacemanager)\n",
    "  * [`StatusJob`](/python/api-reference/arcgis.gis.toc.html#statusjob)\n",
    "  * [`ViewManager`](/python/api-reference/arcgis.gis.toc.html#viewmanager)\n",
    "* Adds `Dataclasses` for use in adding/updating Items:\n",
    "  * [`ItemProperties`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._dataclasses.ItemProperties)\n",
    "  * [`CreateServiceParameter`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._dataclasses.CreateServiceParameter)\n",
    "  * [`SpatialFilter`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._dataclasses.SpatialFilter)\n",
    "  * [`ViewLayerDefParameter`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._dataclasses.ViewLayerDefParameter)\n",
    "* Adds `Enumerations` for use in adding/updating Items:\n",
    "  * [`ItemTypeEnum`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._dataclasses.ItemTypeEnum)\n",
    "  * [`MetadataFormatEnum`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._dataclasses.MetadataFormatEnum)\n",
    "  * [`ServiceTypeEnum`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._dataclasses.ServiceTypeEnum)\n",
    "  * [`SpatialRelationship`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis._impl._dataclasses.SpatialRelationship)\n",
    "* [`GIS`](/python/api-reference/arcgis.gis.toc.html#gis)\n",
    "  * Adds properties:\n",
    "    * [`subscription_information`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.GIS.subscription_information)\n",
    "    * [`symbol_service`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.GIS.symbol_service)\n",
    "* [`ItemDependency`](/python/api-reference/arcgis.gis.toc.html#itemdependency)\n",
    "  * BUG-000145587 Adds and updates documentation\n",
    "* [`ResourceManager`](/python/api-reference/arcgis.gis.toc.html#resourcemanager)\n",
    "  * [`update()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ResourceManager.update)\n",
    "    * Adds `properties` parameter\n",
    "  * [`get()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ResourceManager.get)\n",
    "    * Adds messaging when attempting to download a resource that does not exist on the item\n",
    "* [`User`](/python/api-reference/arcgis.gis.toc.html#user)\n",
    "  * [`generate_direct_access_url()`](/api-reference/arcgis.gis.toc.html#arcgis.gis.User.generate_direct_access_url)\n",
    "    * Adds parameters:\n",
    "      * `expiration`\n",
    "      * `subfolder`\n",
    "* [`UserManager`](/python/api-reference/arcgis.gis.toc.html#usermanager)\n",
    "  * Adds methods:\n",
    "    * [`assign_categories()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.UserManager.assign_categories)\n",
    "    * [`delete_users()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.UserManager.delete_users)\n",
    "  * Adds properties:\n",
    "    * [`categories`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.UserManager.categories)\n",
    "  * [`org_search()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.UserManager.org_search)\n",
    "    * Adds parameters:\n",
    "      * `as_dict`\n",
    "      * `exclude`\n",
    "  * [`user_settings`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.UserManager.user_settings)\n",
    "    * Adds `clear` as a option for dictionary key    \n",
    "* [`ContentManager`](/python/api-reference/arcgis.gis.toc.html#contentmanager)\n",
    "  * Adds properties:\n",
    "    * [`marketplace`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.marketplace)\n",
    "  * Adds methods:\n",
    "    * [`can_reassign()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.can_reassign)\n",
    "  * [`import_data()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.import_data)\n",
    "    * Adds parameters when publishing a Spatially Enabled DataFrame:\n",
    "      * `overwrite`\n",
    "      * `append`\n",
    "      * `service`\n",
    "    * Adds documentation specifying return values for specific inputs\n",
    "* [`Item`](/python/api-reference/arcgis.gis.toc.html#item)\n",
    "  * Adds properties:\n",
    "    * [`item_card`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.item_card)\n",
    "    * [`view_manager`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.view_manager)\n",
    "  * Adds methods:\n",
    "    * [`delete_thumbnail()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.delete_thumbnail)\n",
    "    * [`package_info()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.package_info)\n",
    "    * [`update_thumbnail()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.update_thumbnail)\n",
    "  * [`usage()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.usage)\n",
    "    * Adds documentation and code example for customizing the `date_range` argument\n",
    "\n",
    "#### [`arcgis.gis.admin`](/python/api-reference/arcgis.gis.admin.html#)\n",
    "* [`AGOLUsageReports`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.AGOLUsageReports)\n",
    "  * [`users()`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.AGOLUsageReports.users)\n",
    "    * BUG-000149476 Adds documentation noting that users outside the organization can be added to report\n",
    "* [`PortalAdminManager`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.PortalAdminManager)\n",
    "  * Adds properties:\n",
    "    * [`info`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.PortalAdminManager.info)\n",
    "* [`UX`](/python/api-reference/arcgis.gis.admin.html#ux)\n",
    "  * Updates entire module to synchronize with any organizational deployment\n",
    "    * New properties:\n",
    "      * [`admin_contacts`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.UX.admin_contacts)\n",
    "      * [`contact_link`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.UX.contact_link)\n",
    "      * [`gallery_group`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.UX.gallery_group)\n",
    "      * [`help_source`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.UX.help_source)\n",
    "      * [`homepage_settings`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.UX.homepage_settings)\n",
    "      * [`item_settings`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.UX.item_settings)\n",
    "      * [`map_settings`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.UX.map_settings)\n",
    "      * [`security_settings`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.UX.security_settings)\n",
    "    * New methods:\n",
    "      * [`navigation_bar()`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.UX.navigation_bar)\n",
    "      * [`set_org_language()`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.UX.set_org_language)\n",
    "      * [`shared_theme()`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.UX.shared_theme)\n",
    "\n",
    "#### [`arcgis.gis.server`](/python/api-reference/arcgis.gis.server.html)\n",
    "* [`Service`](/python/api-reference/arcgis.gis.server.html#service)\n",
    "  * Adds method:\n",
    "    * [`service_manifest()`](/api-reference/arcgis.gis.server.html#arcgis.gis.server.Service.service_manifest) - result of [**Public Repo Issue #1316**](https://github.com/Esri/arcgis-python-api/issues/1316)\n",
    "* [`ServicesDirectory`](/python/api-reference/arcgis.gis.server.html#servicesdirectory)\n",
    "  * Adds method:\n",
    "    * [`footprints()`](/python/api-reference/arcgis.gis.server.html#arcgis.gis.server.catalog.ServicesDirectory.footprints)\n",
    "  * Adds ability to work with connections created from `ags` files\n",
    "* [`SystemManager`](/python/api-reference/arcgis.gis.server.html#systemmanager)\n",
    "  * Adds properties:\n",
    "    * [`soap_config`](/python/api-reference/arcgis.gis.server.html#arcgis.gis.server.SystemManager.soap_config)\n",
    "* [`SiteManager`](/python/api-reference/arcgis.gis.server.html#sitemanager)\n",
    "  * [`upgrade()`](/python/api-reference/arcgis.gis.server.html#arcgis.gis.server.SiteManager.upgrade)\n",
    "    * adds `debug` parameter\n",
    "* [`Security`](/python/api-reference/arcgis.gis.admin.html#security)\n",
    "  * [`ssl`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.Security.ssl)\n",
    "    * Adds documentation indicating deprecation and best practice\n",
    "    \n",
    "#### [`arcgis.gis.workflowmanager`](/python/api-reference/arcgis.gis.workflowmanager.html)\n",
    "* Fixes token management issue when connecting with Windows Authentication (IWA)\n",
    "* [`Job_Manager`](/python/api-reference/arcgis.gis.workflowmanager.html#jobmanager)\n",
    "  * [`get()`](/python/api-reference/arcgis.gis.workflowmanager.html#arcgis.gis.workflowmanager.JobManager.get)\n",
    "    * Adds parameter:\n",
    "      * `get_holds`\n",
    "\n",
    "#### [`arcgis.features`](/python/api-reference/arcgis.features.toc.html)\n",
    "* [`FeatureLayer`](/python/api-reference/arcgis.features.toc.html#featurelayer)\n",
    "  * Adds methods:\n",
    "    * [`query_date_bins()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer.query_date_bins)\n",
    "  * [`edit_features(()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer.edit_features)\n",
    "    * Fixes [**Public Repo Issue #1236**](https://github.com/Esri/arcgis-python-api/issues/1236) where operation failed if only using `attachments` argument\n",
    "  * [`extract_changes()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer.extract_changes)\n",
    "    * Adds `fields_to_compare` parameter\n",
    "* [`FeatureLayerCollection`](/python/api-reference/arcgis.features.toc.html#featurelayercollection)\n",
    "  * Adds methods:\n",
    "    * [`query_data_elements()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayerCollection.query_data_elements)\n",
    "* [`Spatially Enabled DataFrame`](/python/api-reference/arcgis.features.toc.html#geoaccessor) (_GeoAccessor_)\n",
    "  * Adds documentation indicating changing of null values to zeroes in environments without `ArcPy` when using `to*` and `from*` methods. [**Public Repo Issue #1358**](https://github.com/Esri/arcgis-python-api/issues/1358)\n",
    "  * New Methods:\n",
    "    * [`from_parquet()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.from_parquet) \n",
    "    * [`from_arrow()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.from_arrow)\n",
    "    * [`to_parquet()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.to_parquet)\n",
    "    * [`to_arrow()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.to_arrow)\n",
    "  * Adds default spatial reference for `WKT` and `WKB` inputs\n",
    "  * Adds support for time delta columns in conversion methods\n",
    "  * [`to_featurelayer()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.to_featurelayer)\n",
    "    * Adds optional parameters for overwriting layers:\n",
    "      * `overwrite`\n",
    "      * `service`\n",
    "    * Adds ability to publish tables\n",
    "  * [`from_featureclass()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.from_featureclass)\n",
    "    * Adds parameters for keyword arguments when `ArcPy` in environment:\n",
    "      * `sr`\n",
    "      * `datum_transformation`\n",
    "  * [`from_xy()`]()\n",
    "    * Based on [Community Enhancement](https://community.esri.com/t5/arcgis-api-for-python-questions/how-to-enable-z-on-a-spatial-data-frame/m-p/1202139#M7636)\n",
    "      * Adds parameters:\n",
    "        * `z_enabed`\n",
    "        * `m_enabled`\n",
    "        * `oid_field`\n",
    "  * [`plot()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.plot)\n",
    "    * Adds documentation for parameters:\n",
    "      * `map_widget`\n",
    "      * `palette`\n",
    "      * `renderer_type`\n",
    "    * Adds parameter for rendering heatmaps:\n",
    "      * `show_none`\n",
    "\n",
    "#### [`arcgis.features.analysis`](/python/api-reference/arcgis.features.analysis.html)\n",
    "* Updates documentation with current information about how Esri manages live traffic data\n",
    "\n",
    "#### [`arcgis.features.managers`](/python/api-reference/arcgis.features.managers.html#)\n",
    "* Adds classes:\n",
    "  * [`TopographicProductionManager`](/python/api-reference/arcgis.features.managers.html#topographicproductionmanager)\n",
    "  * [`TraceConfiguration`](/python/api-reference/arcgis.features.managers.html#traceconfiguration)\n",
    "  * [`TraceNetworkManager`](/python/api-reference/arcgis.features.managers.html#tracenetworkmanager)\n",
    "  * [`WebhookScheduleInfo`](/python/api-reference/arcgis.features.managers.html#webhookscheduleinfo)\n",
    "* Adds enumeration:\n",
    "  * [`WebhookEvents`](/python/api-reference/arcgis.features.managers.html#webhookevents)\n",
    "* [`ParcelFabricManager`](/python/api-reference/arcgis.features.managers.html#parcelfabricmanager)\n",
    "  * Adds asychronous processing to all methods\n",
    "    * See `future` parameter in documentation\n",
    "  * Adds methods:\n",
    "    * [`set_line_label_position()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._parcel.ParcelFabricManager.set_line_label_position)\n",
    "    * [`transfer_parcel()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._parcel.ParcelFabricManager.transfer_parcel)\n",
    "  * [`duplicate()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._parcel.ParcelFabricManager.duplicate)\n",
    "    * Adds parameters:\n",
    "      * `repeat_count`\n",
    "      * `update_field`\n",
    "      * `start_value`\n",
    "      * `increment_value`\n",
    "* [`UtilityNetworkManager`](/python/api-reference/arcgis.features.managers.html#utilitynetworkmanager)\n",
    "  * Adds methods:\n",
    "    * [`associations()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._utility.UtilityNetworkManager.associations)\n",
    "    * [`locations()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._utility.UtilityNetworkManager.locations)\n",
    "    * [`query_associations()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._utility.UtilityNetworkManager.query_associations)\n",
    "    * [`query_locations()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._utility.UtilityNetworkManager.query_locations)\n",
    "    * [`trace_configurations()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._utility.UtilityNetworkManager.trace_configurations)\n",
    "    * [`traverse_associations()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._utility.UtilityNetworkManager.traverse_associations)\n",
    "* [`AttachmentManager`](/python/api-reference/arcgis.features.managers.html#attachmentmanager)\n",
    " * Adds ability to create object directly for use with a specific branch [`version`](/python/api-reference/arcgis.features.managers.html#version)\n",
    " * Adds `return_moment` parameter to:\n",
    "   * [`add()`](/python/api-reference/arcgis.features.managers.html#arcgis.features.managers.AttachmentManager.add)\n",
    "   * [`delete()`](/python/api-reference/arcgis.features.managers.html#arcgis.features.managers.AttachmentManager.delete)\n",
    "   * [`update()`](/python/api-reference/arcgis.features.managers.html#arcgis.features.managers.AttachmentManager.update)\n",
    " * Adds `rollback_on_failure` parameter to:\n",
    "   * [`delete()`](/python/api-reference/arcgis.features.managers.html#arcgis.features.managers.AttachmentManager.delete)\n",
    " \n",
    "#### [`arcgis.features.analyze_patterns`](/python/api-reference/arcgis.features.analyze_patterns.html)\n",
    "* [`interprolate_points()`](/python/api-reference/arcgis.features.analyze_patterns.html#interpolate-points)\n",
    "  * Adds parameter table to documentation\n",
    "   \n",
    "#### [`arcgis.raster`](/python/api-reference/arcgis.raster.toc.html#)\n",
    "* [`ImageryLayer`](/python/api-reference/arcgis.raster.toc.html#imagerylayer)\n",
    "  * Adds methods:\n",
    "    * [`spectral_profile()`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.ImageryLayer.spectral_profile)\n",
    "  * Adds capability to work with tiles only services to numerous methods:\n",
    "    * `calculate_volume`\n",
    "    * `compute_class_stats`\n",
    "    * `compute_histograms`, \n",
    "    * `compute_status_and_histograms`\n",
    "    * `export_image`\n",
    "    * `get_samples`\n",
    "    * `identify`\n",
    "    * `legend`\n",
    "    * `measure`\n",
    "    * `project`\n",
    "    * `query_boundary`\n",
    "  * [`get_samples()`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.ImageryLayer.get_samples)\n",
    "    * Adds `time` parameter\n",
    "  * [`identify()`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.ImageryLayer.identify)\n",
    "    * Adds options for `geometry` argument:\n",
    "      * [`Multipoint`](/python/api-reference/arcgis.geometry.html#multipoint)\n",
    "      * [`Envelope`](/python/api-reference/arcgis.geometry.html#envelope)\n",
    "  * [`attribute_table()`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.ImageryLayer.attribute_table)\n",
    "    * Adds parameter:\n",
    "      * `as_df` \n",
    "* [`RasterCollection`](/python/api-reference/arcgis.raster.toc.html#rastercollection)\n",
    "  * Adds methods:\n",
    "    * [`std()`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.RasterCollection.std)\n",
    "  * Adds `extent_type` and `cellsize_type` parameters to following methods:\n",
    "    * [`majority()`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.RasterCollection.majority)\n",
    "    * [`max()`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.RasterCollection.max)\n",
    "    * [`mean()`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.RasterCollection.mean)\n",
    "    * [`median()`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.RasterCollection.median)\n",
    "    * [`min()`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.RasterCollection.min)\n",
    "    * [`sum()`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.RasterCollection.sum)\n",
    "* [`Raster`](/python/api-reference/arcgis.raster.toc.html#raster)\n",
    "  * [`multidimensional_info`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.Raster.multidimensional_info)\n",
    "    * Adds ability to handle rendering_rule and removes requirement to set the value\n",
    "\n",
    "#### [`arcgis.raster.analytics`](/python/api-reference/arcgis.raster.analytics.html#)\n",
    "* Adds functions:\n",
    "  * [`mosaic_image()`](/python/api-reference/arcgis.raster.analytics.html#mosaic-image)\n",
    "* [`is_supported()`](/python/api-reference/arcgis.raster.analytics.html#is-supported)\n",
    "  * Updates function to return `True` only if user running function has privileges to run operations\n",
    "* [`compute_change_raster()`](/python/api-reference/arcgis.raster.analytics.html#compute-change-raster)\n",
    "  * Adds options for the `compute_change_method` argument\n",
    "    * `BAND_WITH_MOST_CHANGE`\n",
    "    * `SPECTRAL_ANGLE_DISTANCE`\n",
    "    * `SPECTRAL_EUCLIDEAN_DISTANCE`\n",
    "* [`find_argument_statistics()`](/python/api-reference/arcgis.raster.analytics.html#find-argument-statistics)\n",
    "  * Adds parameters:\n",
    "    * `argument_value`\n",
    "    * `comparison`\n",
    "    * `occurrence`\n",
    "* Adds raster types as options for `raster_type_name` argument in:\n",
    "  * [`copy_raster()`](/python/api-reference/arcgis.raster.analytics.html#copy-raster)\n",
    "  * [`create_image_collection()`](/python/api-reference/arcgis.raster.analytics.html#create-image-collection)\n",
    "  * [`publish_imagery_layer()`](/python/api-reference/arcgis.raster.analytics.html#publish-imagery-layer)\n",
    "    \n",
    "#### [`arcgis.raster.functions`](/python/api-reference/arcgis.raster.functions.html)\n",
    "* Adds functions:\n",
    "  * [`geometric_median()`](/python/api-reference/arcgis.raster.functions.html#geometric-median)\n",
    "* [`compute_change()`](/python/api-reference/arcgis.raster.functions.html#compute-change)\n",
    "  * Adds options for the `method` argument:\n",
    "    * `BAND_WITH_MOST_CHANGE`\n",
    "    * `SPECTRAL_ANGLE_DISTANCE`\n",
    "    * `SPECTRAL_EUCLIDEAN_DISTANCE`\n",
    "\n",
    "#### [`arcgis.raster.functions.gbl`](/python/api-reference/arcgis.raster.functions.gbl.html)\n",
    "* Adds `circular_wrap_value` and `circular_calculation` parameters to:\n",
    "  * [`zonal_statistics()`](/python/api-reference/arcgis.raster.functions.gbl.html#zonal-statistics)\n",
    "  * [`summarize_raster_within()`](/python/api-reference/arcgis.raster.analytics.html#summarize-raster-within)\n",
    "  * [`zonal_statistics_as_table)`](/python/api-reference/arcgis.raster.analytics.html#zonal-statistics-as-table)\n",
    "\n",
    "#### [`arcgis.raster.utils`](/python/api-reference/arcgis.raster.utils.html)\n",
    "* Adds methods:\n",
    "  * [`publish_hosted_imagery_layer())`](/python/api-reference/arcgis.raster.utils.html#publish-hosted-imagery-layer)\n",
    "\n",
    "#### [`arcgis.geoanalytics`](/python/api-reference/arcgis.geoanalytics.toc.html)\n",
    "* [`arcgis.geoanalytics.find_locations`](/python/api-reference/arcgis.geoanalytics.find_locations.html)\n",
    "  * [`snap_tracks()`](/python/api-reference/arcgis.geoanalytics.find_locations.html#snap-tracks)\n",
    "     * Adds parameters (available with ArcGIS Enterprise 11.1+):\n",
    "       * `timesplit`\n",
    "       * `timeSplitUnit`\n",
    "       * `distanceSplit`\n",
    "       * `distanceSplitUnit`\n",
    "       * `timeBoundarySplit`\n",
    "       * `timeBoundarySplitUnit`\n",
    "       * `timeBoundaryReference`\n",
    "  \n",
    "#### [`arcgis.geoenrichment`](/python/api-reference/arcgis.geoenrichment.html)\n",
    "* Adds ability to:\n",
    "  * use data collections without calling Country enrich\n",
    "  * pass in different addresses from different places in the world\n",
    "  * use `NamedAreas` with data collections\n",
    "* Adds object:\n",
    "  * [`BufferStudyArea`](/python/api-reference/arcgis.geoenrichment.html#bufferstudyarea)\n",
    "* [`enrich()`](/python/api-reference/arcgis.geoenrichment.html#enrich)\n",
    "  * Adds ability to use [`BufferStudyArea`](/python/api-reference/arcgis.geoenrichment.html#bufferstudyarea) as `study_areas` argument\n",
    "  * Adds ability to enrich multiple countries simultaneously\n",
    "* [`Country`](/python/api-reference/arcgis.geoenrichment.html#country)\n",
    "  * Adds properties:\n",
    "    * [`hierarchies`](/python/api-reference/arcgis.geoenrichment.html#arcgis.geoenrichment.Country.hierarchies)\n",
    "    * [`hierarchy`](/python/api-reference/arcgis.geoenrichment.html#arcgis.geoenrichment.Country.hierarchy)\n",
    "\n",
    "#### [`arcgis.graph`](/python/api-reference/arcgis.graph.html)\n",
    "* Adds documentation introducing module and noting which versions of the API can work with which versions of ArcGIS Enterprised deployments of knowldege graphs\n",
    "* [`search()`](/python/api-reference/arcgis.graph.html#arcgis.graph.KnowledgeGraph.search)\n",
    "  * Adds documentation note on finding valid values for `category` argument\n",
    "\n",
    "#### [`arcgis.mapping`](/python/api-reference/arcgis.mapping.toc.html)\n",
    "* [Working with 2D Maps](/python/api-reference/arcgis.mapping.toc.html#working-with-2d-maps)\n",
    "  * [`WebMap`](/python/api-reference/arcgis.mapping.toc.html#webmap)\n",
    "    * ENH-000134082 Adds methods to transfer layers between `operationalLayers` and `baseMapLayers`\n",
    "      * [`move_to_basemap()`](/python/api-reference/arcgis.mapping.toc.html#arcgis.mapping.WebMap.move_to_basemap)\n",
    "      * [`move_from_basemap()`](/python/api-reference/arcgis.mapping.toc.html#arcgis.mapping.WebMap.move_from_basemap)\n",
    "    * Adds methods:\n",
    "      * [`update_drawing_info()`](/python/api-reference/arcgis.mapping.toc.html#arcgis.mapping.WebMap.update_drawing_info)\n",
    "      * [`update_layer()`](/python/api-reference/arcgis.mapping.toc.html#arcgis.mapping.WebMap.update_layer)\n",
    "    * Adds [`bookmarks`](/python/api-reference/arcgis.mapping.toc.html#arcgis.mapping.WebMap.bookmarks) code sample\n",
    "    * Adds messaging based on [**Esri Community Post**](https://community.esri.com/t5/arcgis-api-for-python-questions/what-does-the-height-and-width-properties-of-a/m-p/1203164#M7642) to indicate deprecation:\n",
    "      * [`heighth`](/python/api-reference/arcgis.mapping.toc.html#arcgis.mapping.WebMap.height)\n",
    "      * [`width`](/python/api-reference/arcgis.mapping.toc.html#arcgis.mapping.WebMap.width)\n",
    "* [Working with 3D Maps](/python/api-reference/arcgis.mapping.toc.html#working-with-3d-maps)\n",
    "  * Adds classes:\n",
    "    * [`VoxelLayer`](/python/api-reference/arcgis.mapping.toc.html#voxellayer)\n",
    "* [Working with Map Service Layers]()\n",
    "  * [`MapImageLayerManager`]()\n",
    "    * [`import_tiles()`](/python/api-reference/arcgis.mapping.toc.html#arcgis.mapping.MapImageLayerManager.import_tiles)\n",
    "      * Enhances method to handle packages greater than 500GB with `ArcGIS Online`\n",
    "* [Utility Functions for Mapping](/python/api-reference/arcgis.mapping.toc.html#utility-functions-for-mapping)\n",
    "  * Adds functions:\n",
    "    * [`create_colormap()`](/python/api-reference/arcgis.mapping.toc.html#create-colormap)\n",
    "    * [`generate_simple()`](/python/api-reference/arcgis.mapping.toc.html#generate-simple)\n",
    "    * [`generate_heatmap()`](/python/api-reference/arcgis.mapping.toc.html#generate-heatmap)\n",
    "    * [`generate_classbreaks()`](/python/api-reference/arcgis.mapping.toc.html#generate-classbreaks)\n",
    "    * [`generate_unique()`](/python/api-reference/arcgis.mapping.toc.html#generate-unique)\n",
    "\n",
    "#### [`arcgis.realtime`](/python/api-reference/arcgis.realtime.html)\n",
    "* [`StreamLayer`](/python/api-reference/arcgis.realtime.html#streamlayer)\n",
    "  * Adds parameter table to [`subscribe()`](/python/api-reference/arcgis.realtime.html#arcgis.realtime.StreamLayer.subscribe) documentatation\n",
    "* [`feeds`](/python/api-reference/arcgis.realtime.velocity.feeds.html)\n",
    "  * New Classes for configuring Kafka authentication:\n",
    "    * [`SaslScramSha256`](/python/api-reference/arcgis.realtime.velocity.feeds.html#saslscramsha256)\n",
    "    * [`SaslScramSha512`](/python/api-reference/arcgis.realtime.velocity.feeds.html#saslscramsha512)\n",
    "\n",
    "#### [`arcgis.widgets`](/python/api-reference/arcgis.widgets.html)\n",
    "* [`MapView`](/python/api-reference/arcgis.widgets.html#mapview)\n",
    "  * Adds methods: \n",
    "    * [`update_layer()`](/python/api-reference/arcgis.widgets.html#arcgis.widgets.MapView.update_layer)\n",
    "  * [`basemap`](/python/api-reference/arcgis.widgets.html#arcgis.widgets.MapView.basemap)\n",
    "    * Updates property to account for new options\n",
    "    * Updates messaging and behavior when accessing basemaps requiring authentication\n",
    "  \n",
    "#### [`arcgis.apps`](/python/api-reference/arcgis.apps.html)\n",
    "* [`storymap`](/python/api-reference/arcgis.apps.storymap.html)\n",
    "  * New class:\n",
    "    * [`MapTour`](/python/api-reference/arcgis.apps.storymap.html#maptour)\n",
    "  * [`Map`](/python/api-reference/arcgis.apps.storymap.html#Map)\n",
    "    * Adds methods:\n",
    "      * [`set_viewpoint()`](python/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story_content.Map.set_viewoint)\n",
    "    * Adds properties:\n",
    "      * [`show_legend`](python/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story_content.Map.show_legend)\n",
    "      * [`show_search`](python/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story_content.Map.show_search)\n",
    "      * [`time_slider`](python/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story_content.Map.time_slider)\n",
    "  * [`Storymap`](/python/api-reference/arcgis.apps.storymap.html#storymap)\n",
    "    * Adds methods:\n",
    "      * [`copy_content()`](/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story.StoryMap.copy_content)\n",
    "  * [`Text`](/python/api-reference/arcgis.apps.storymap.html#text)\n",
    "    * Adds formatting to parameter table documentation\n",
    "  * [`Sidecar`](/python/api-reference/arcgis.apps.storymap.html#sidecar)\n",
    "    * Adds methods:\n",
    "      * [`add_slide()`](/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story_content.Sidecar.add_slide)\n",
    "* [`hub`](/python/api-reference/arcgis.apps.hub.html)\n",
    "  * Refactors many aspects of the module:\n",
    "    * Adds classes:\n",
    "      * [`Site`](/python/api-reference/arcgis.apps.hub.html#site)\n",
    "      * [`Page`](/python/api-reference/arcgis.apps.hub.html#page) (refactor of `Indicator`)\n",
    "      * [`SiteManager`](/python/api-reference/arcgis.apps.hub.html#sitemanager)\n",
    "      * [`PageManager`](/python/api-reference/arcgis.apps.hub.html#pagemanager) (refactor of `IndicatorManager`)\n",
    "    * Updates functionality for [Hub Basic](https://doc.arcgis.com/en/hub/get-started/what-is-arcgis-hub-.htm)\n",
    "* [`survey123`](/python/api-reference/arcgis.apps.survey123.html) \n",
    "  * [`Survey`](/python/api-reference/arcgis.apps.survey123.html#survey)\n",
    "    * [`generate_report()`](/api-reference/arcgis.apps.survey123.html#arcgis.apps.survey123.Survey.generate_report)\n",
    "      * ENH-000135370 Improves error messaging when method fails to run\n",
    "  * Adds `save_folder` argument to:\n",
    "    * [`create_report_template()`](/python/api-reference/arcgis.apps.survey123.html#arcgis.apps.survey123.Survey.create_report_template)\n",
    "    * [`create_sample_report()`](/python/api-reference/arcgis.apps.survey123.html#arcgis.apps.survey123.Survey.create_sample_report)\n",
    "    * [`generate_report()`](/python/api-reference/arcgis.apps.survey123.html#arcgis.apps.survey123.Survey.generate_report)\n",
    "    \n",
    "#### [`arcgis.learn`](/python/api-reference/arcgis.learn.toc.html)\n",
    "* Adds warning to numerous models when there is an imbalance of class data and provide suggestion to use `stratification`\n",
    "* [Data Preparation Methods](/python/api-reference/arcgis.learn.toc.html#data-preparation-methods)\n",
    "  * [`prepare_tabulardata`](/python/api-reference/arcgis.learn.toc.html#prepare-tabulardata)\n",
    "    * Adds parameters:\n",
    "      * `stratify`\n",
    "  * [`prepare_data()`](/python/api-reference/arcgis.learn.toc.html#prepare-data)\n",
    "    * Adds `None` as option for `batch_size` argument\n",
    "    * Adds support for `Meta Raster Format` imagery for `SuperResolution`, `CycleGAN`, and `Pix2Pix` models\n",
    "    * Adds keyword arguments:\n",
    "      * `bands_of_interest`\n",
    "      * `timesteps_of_interest`\n",
    "      * `channels_of_interest`\n",
    "      * `n_temporal`\n",
    "      * `n_temporal_dates`    \n",
    "* [Automated Machine Learning](/python/api-reference/arcgis.learn.toc.html#automated-machine-learning)\n",
    "  * [`AutoDL`](/python/api-reference/arcgis.learn.toc.html#autodl)\n",
    "    * Enhances performance for training\n",
    "    * Adds options for the models supported for `network` argument\n",
    "  * [`AutoML`](/python/api-reference/arcgis.learn.toc.html#automl)\n",
    "    * Adds Shap explanations for each prediction\n",
    "    * Adds Confidence scores for predictions\n",
    "    * Renames Random Forest to Random Trees for `Basic` argument of `mode` parameter\n",
    "* [Object Detection Models](/python/api-reference/arcgis.learn.toc.html#object-detection-models)\n",
    "  * Adds models:\n",
    "    * [`EfficientDet`](/python/api-reference/arcgis.learn.toc.html#efficientdet)\n",
    "  * Adds support for `batch_size` parameter in `predict()` methods\n",
    "  * Adds precision score as a metric returned by `fit()` for:\n",
    "    * `MaskRCNN`\n",
    "    * `RetinaNet`\n",
    "    * `MMDetection`\n",
    "  * [`MaskRCNN`](/python/api-reference/arcgis.learn.toc.html#maskrcnn)\n",
    "    * Implements test time augmentation for:\n",
    "      * `fit()`\n",
    "      * `predict()`\n",
    "      * `show_results()`\n",
    "      * `average_precision_score()`\n",
    "* [3d Models](/python/api-reference/arcgis.learn.toc.html#d-models)\n",
    "  * Adds models:\n",
    "    * [`RandLANet`](/python/api-reference/arcgis.learn.toc.html#randlanet)\n",
    "    * [`SQNSeg`](/python/api-reference/arcgis.learn.toc.html#sqnseg)  \n",
    "* [Feature, Tabular, and Timeseries models](/python/api-reference/arcgis.learn.toc.html#feature-tabular-and-timeseries-models)\n",
    "  * Adds models:\n",
    "    * [`PSETAE`](/python/api-reference/arcgis.learn.toc.html#psetae)\n",
    "  * [`TimeSeriesModel`](/python/api-reference/arcgis.learn.toc.html#timeseriesmodel)\n",
    "    * Adds parameters:\n",
    "      * `location_var`\n",
    "    * Adds multivariate support for space time cubes\n",
    "    * [`load()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.TimeSeriesModel.load)\n",
    "      * Adds deep learning package and parent directory support for\n",
    "* [Unstructured Text Models](/python/api-reference/arcgis.learn.toc.html#unstructured-text-models)\n",
    "  * [`TextClassifier`](/python/api-reference/arcgis.learn.text.html#textclassifier)\n",
    "    * [`predict()`](/python/api-reference/arcgis.learn.text.html#arcgis.learn.text.TextClassifier.predict)\n",
    "      * Adds parameters:\n",
    "        * `explain`\n",
    "        * `explain_index`\n",
    "* [Inferencing Methods](/python/api-reference/arcgis.learn.toc.html#inferencing-methods)\n",
    "  * Adds documentation to note support for ArcGIS Image for ArcGIS Online to:\n",
    "    * [`detect_objects`](/python/api-reference/arcgis.learn.toc.html#detect-objects)\n",
    "   \n",
    "#### [`arcgis.auth`](/python/api-reference/arcgis.auth.html)\n",
    "* Adds classes:\n",
    "  * [`EsriPCKEAuth`](/python/api-reference/arcgis.auth.html#arcgis.auth.EsriPKCEAuth)\n",
    "  * [`ArcGISServer`](/python/api-reference/arcgis.auth.html#arcgis.auth.ArcGISServerAuth)\n",
    "* [`arcgis.apps.tools`](/python/api-reference/arcgis.auth.tools.html)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ffa28e65",
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    "## Fixes\n",
    "* Adds warning message indicating `verify_cert=False` is a security risk\n",
    "\n",
    "### [Guides](../)\n",
    "* [System requirements](../)\n",
    "  * Updates link and phrasing for _Install with minimum dependencies link_\n",
    "* [Enriching GIS data with thematic information](../)\n",
    "  * Updates entire [`Introduction to GeoEnrichment`](../guide/part1-introduction-to-geoenrichment/) guide\n",
    "  * Updates to output maps for all guides\n",
    "  * Updates explanations in all guides\n",
    "* [Imagery and raster analysis](../)\n",
    "  * Fixes missing map output for:\n",
    "    * [`Using imagery layers`](../guide/using-imagery-layers/)\n",
    "    * [`Using raster analysis`](../guide/using-raster-analysis/)\n",
    "    * [`Advanced raster concepts`](../guide/raster-analysis-advanced-concepts/)\n",
    "  * [`Orthomapping Guide Part 2`](../guide/orthomapping-guide-2/)\n",
    "    * Updates visualization for section _3.2.3 Use DEM to visualize scenes_\n",
    "* [Performing network analyses](../)\n",
    "  * Fixed relative links in each _Introduction_ section \n",
    "\n",
    "### Module Changes\n",
    "\n",
    "#### [`arcgis.gis`](/python/api-reference/arcgis.gis.toc.html)\n",
    "* [`GIS`](/python/api-reference/arcgis.gis.toc.html#gis)\n",
    "  * Fixes [**Public Repo Issue #1263**](https://github.com/Esri/arcgis-python-api/issues/1263)) where notebooks opened in `ArcGIS Pro` and using `pro` authentication fail to recognize token\n",
    "  * Fixes bug with Windows authentication not honoring `verify_cert=False` when there is an invalid SSL certificate\n",
    "  * Fixes issue when using Windows Authentication or Kerberos to connect to a Geoprocessing Service in organization deployed to ArcGIS Kubernetes\n",
    "  * Fixes issue where certain proxies blocked OAuth authentication\n",
    "  * Fixes issue where server cannot be properly accessed with Windows Authentication on single-machine deployments\n",
    "  * Fixes [**Public Repo Issue #1349**](https://github.com/Esri/arcgis-python-api/issues/1349) where connecting returns `InsecureRequestWarning` when setting `use_gen_token` and `verify_cert` to `True`\n",
    "  * [`hosting_servers`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.GIS.hosting_servers)\n",
    "    * Fixes issue where property was not honoring proxy methods\n",
    "  * Fixes issue with connecting to servers protected by LDAP \n",
    "* [`Item`](/python/api-reference/arcgis.gis.toc.html#item)\n",
    "  * [`metadata`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.metadata)\n",
    "    * Fixes [**Public Repo Issue #611**](https://github.com/Esri/arcgis-python-api/issues/611) where assignment fails with strings longer than 32767 characters\n",
    "  * [`usage()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.Item.usage)\n",
    "    * Fixes issue where dates were transformed incorrectly if `as_df` argument was `True`\n",
    "  * [`update()`](/python/api-reference/arcgis.gis.toc/#arcgis.gis.Item.update)\n",
    "    * Fixes failure to update `item` if it resides in a folder\n",
    "    * Removes `commentsEnabled` parameter from table as no longer supported on a per `item` basis\n",
    "* [`ContentManager`](/python/api-reference/arcgis.gis.toc.html#contentmanager)\n",
    "  * [`clone_items()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.clone_items) \n",
    "    * BUG-000147274 Fixes issue with failing to clone item metadata\n",
    "    * BUG-000149255 Fixes `KeyError` when cloning Solutions apps\n",
    "    * BUG-000152758 Fixes issue where layers in a group layer were not being cloned\n",
    "    * BUG-000153477 Fixes issue where method attempted to clone Living Atlas layers\n",
    "  * [`advanced_search()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.advanced_search)\n",
    "    * Updates to parameter table formatting\n",
    "  * [`search()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ContentManager.search)\n",
    "    * BUG-000152801 Fixes issue where `categories` parameter was improperly formatted in sent request\n",
    "* [`Group`](/python/api-reference/arcgis.gis.toc.html#group)\n",
    "  * Fixes [**Public Repo Issue #1279**](https://github.com/Esri/arcgis-python-api/issues/1279) issue where not all properties were being returned when searching so provider value was always returning `None`\n",
    "* [`ResourceManager`](/python/api-reference/arcgis.gis.toc.html#resourcemanager)\n",
    "  * [`get()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.ResourceManager.get)\n",
    "    * Fixes return value formatting when `try_json=False`\n",
    "* [`User`](/python/api-reference/arcgis.gis.toc.html#user)\n",
    "  * [`reassign_to()`](/python/api-reference/arcgis.gis.toc.html#arcgis.gis.User.reassign_to)\n",
    "    * BUG-000153399 Fixes issue where exceptions raised if items have related items\n",
    "\n",
    "\n",
    "#### [`arcgis.gis.admin`](/python/api-reference/arcgis.gis.admin.html)\n",
    "* [`AGOLAdminManager`](/python/api-reference/arcgis.gis.admin.html#agoladminmanager)\n",
    "  * [`history()`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.AGOLAdminManager.history)\n",
    "    * Fixes [**Public Repo Issue #1385**](https://github.com/Esri/arcgis-python-api/issues/1385) where method returns `JSONDecodeError` if `data_format` argument is `df` or `raw`\n",
    "* [`IdentityProviderManager`](/python/api-reference/arcgis.gis.admin.html#identityprovidermanager)\n",
    "  * Fixes [**Public Repo Issue #827**](https://github.com/Esri/arcgis-python-api/issues/827) `JSONDecodeError` with `configuration` and `properties`\n",
    "* [`CollaborationManager`](/python/api-reference/arcgis.gis.admin.html#collaborationmanager)\n",
    "  * BUG-000149914 Fixes [`list()`](python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.CollaborationManager.list) not returning all results if more than 100 collaborations exist\n",
    "* [`Webhook`](/python/api-reference/arcgis.gis.admin.html#webhook)\n",
    "  * [`update()`](/python/api-reference/arcgis.gis.admin.html#arcgis.gis.admin.Webhook.update)\n",
    "    * Fixes `Exception:  Unable to update webhook` error when attempting to run method\n",
    "\n",
    "#### [`arcgis.gis.server`](/python/api-reference/arcgis.gis.server.html)\n",
    "* [`LogManager`](/python/api-reference/arcgis.gis.server.html#logmanager)\n",
    "  * [`query()`](/python/api-reference/arcgis.gis.server.html#arcgis.gis.server.LogManager.query)\n",
    "    * BUG-000149808 Updates doc options for `start_time` and `end_time` arguments to use `datetime` objects\n",
    "* [`Server`](/python/api-reference/arcgis.gis.server.html#server)\n",
    "  * Fixes error when running [`publish_sd()`](/python/api-reference/arcgis.gis.server.html#arcgis.gis.server.Server.publish_sd) asynchronously\n",
    "* [`ItemInformationManager`](/python/api-reference/arcgis.gis.server.html#iteminformationmanager)\n",
    "  * [`properties`](/python/api-reference/arcgis.gis.server.html#arcgis.gis.server.ItemInformationManager.properties)\n",
    "    * Fixes issue brought by [**Esri Community Post**](https://community.esri.com/t5/arcgis-api-for-python-questions/iteminformationmanager-in-2-0-1-version/m-p/1204560#M7652) where the `properties` setter did not set properties\n",
    "* [`ServicesDirectory`]()\n",
    "  * [`list()`](/python/api-reference/arcgis.gis.server.html#arcgis.gis.server.catalog.ServicesDirectory.list)\n",
    "    * Fixes incorrect return values for Geoprocessing Services\n",
    "\n",
    "#### [`arcgis.gis.nb`](/python/api-reference/arcgis.gis.nb.html)\n",
    "* [`NotebookDataAccess`](/python/api-reference/arcgis.gis.nb.html#notebookdataaccess)\n",
    "  * [`files`](/python/api-reference/arcgis.gis.nb.html#arcgis.gis.nb._dataaccess.NotebookDataAccess.files)\n",
    "    * Fixes failure when run directly after [`upload()`](/python/api-reference/arcgis.gis.nb.html#arcgis.gis.nb._dataaccess.NotebookDataAccess.upload)\n",
    "  \n",
    "#### [`arcgis.features`](/python/api-reference/arcgis.features.toc.html)\n",
    "* [`FeatureLayer`](/python/api-reference/arcgis.features.toc.html#featurelayer)       \n",
    "  * [`query()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer.query)\n",
    "    * Fixes error when setting `return_distinct_values` to `True` and specifying multiple `out_fields`\n",
    "  * [`properties`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer.properties)\n",
    "    * Fixes failure to load on layers with a `VersionManagementService` and `attachments` enabled\n",
    "  * [`edit_features()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureLayer.edit_features)\n",
    "    * BUG-000142118 Fixes issue in environments without `ArcPy` where method fails to add polygon features with holes\n",
    "* [`Spatially Enabled DataFrame`](/python/api-reference/arcgis.features.toc.html#geoaccessor) (_GeoAccessor_)\n",
    "  * Fixes [**Public Repo Issue #1295**](https://github.com/Esri/arcgis-python-api/issues/1295) `Could not load dataset` error returned when using these methods when columns contain non-finite values, such as `NA` or `Inf`:\n",
    "    * `from_layer()`\n",
    "    * `to_featureclass()`\n",
    "    * `to_table()`\n",
    "  * Fixes properties returning incorrect value:\n",
    "    * [`has_z`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.has_z)\n",
    "    * [`has_m`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.has_m)\n",
    "  * [`plot()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.plot)\n",
    "    * Replaces duplicate `symbol_type` with `symbol_style` in parameter table documentation\n",
    "    * Fixes rendering for default value\n",
    "  * [`from_df()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.from_df)\n",
    "    * Fixes error in handling the spatial reference in environments without `ArcPy`\n",
    "  * [`to_featureclass()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.to_featureclass)\n",
    "    * Fixes [**Public Repo Issue #627**](https://github.com/Esri/arcgis-python-api/issues/627) where method mutates the calling object's index\n",
    "    * Fixes [**Public Repo Issue #1297**](https://github.com/Esri/arcgis-python-api/issues/1297) where `ValueError` occurs if geometry column set to one not named `SHAPE`\n",
    "  * [`to_featurelayer()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.to_featurelayer)\n",
    "    * Fixes error when `np.nan` values exist within the data in environment without `ArcPy`\n",
    "  * [`to_featureset()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.to_featureset)\n",
    "    * Fixes [**Public Repo Issue #1281**](https://github.com/Esri/arcgis-python-api/issues/1281) `AttributeError` regarding `.str` accessor when data frame has column with `np.nan` values\n",
    "  * [`from_table()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.from_table)\n",
    "    * Fixes [**Public Repo Issue #1272**](https://github.com/Esri/arcgis-python-api/issues/1272) where `AttributeError` raised regarding `_as_array` when run in `ArcGIS Pro`\n",
    "  * [`from_xy()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoAccessor.from_xy)\n",
    "    * Fixes [**Public Repo Issue #1282**](https://github.com/Esri/arcgis-python-api/issues/1282) `ModuleNotFoundError` regarding `geomet` missing from dependencies\n",
    "    * Fixes issue where the object created from this method would not render all features properly\n",
    "* [`GeoSeriesAccessor`](/python/api-reference/arcgis.features.toc.html#geoseriesaccessor) (`geom` namespace on `SHAPE` column)\n",
    "  * Fixes [**Public Repo Issue #1357**](https://github.com/Esri/arcgis-python-api/issues/1357) where spatial reference other than `{\"wkid\":4326}` returned incorrect spatial reference in non-`ArcPy` environments for:\n",
    "    * [`buffer()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoSeriesAccessor.buffer)\n",
    "    * [`difference()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.GeoSeriesAccessor.difference)\n",
    "  * [`join()`]()\n",
    "    * Fixes [**Public Repo Issue #1338**](https://github.com/Esri/arcgis-python-api/issues/1338) where `Different Spatial References` error returned if spatial references match but `latestWkid` value defined in spatial reference\n",
    "* [`FeatureSet`](/python/api-reference/arcgis.features.toc.html#featureset)\n",
    "  * [`from_dict()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureSet.from_dict)\n",
    "    * Fixes issue with improperly setting the geometry when calling `sdf` property\n",
    "    * Fixes error when using `sdf` to create an empty dataframe from `FeatureSet` with empty `SHAPE` column and `ArcPy` not in environment\n",
    "  * [`from_geojson()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.FeatureSet.from_geojson)\n",
    "    * Fixes [**Public Repo Issue #1404**](https://github.com/Esri/arcgis-python-api/issues/1404) where method incorrectly altered geometry of Multipolygons and removed information\n",
    "* [`Feature`](/python/api-reference/arcgis.features.toc.html#feature)\n",
    "  * Updates various code snippet documentation\n",
    "* [`Table`](/python/api-reference/arcgis.features.toc.html#table)\n",
    "  * Fixes [**Public Repo Issue #1265**](https://github.com/Esri/arcgis-python-api/issues/1265) where [`append()`](/python/api-reference/arcgis.features.toc.html#arcgis.features.Table.append) in `ArcGIS Enterprise` fails with `Error downlaoding item from Portal` because of failure to pass token\n",
    "  \n",
    "#### [`arcgis.features.managers`](/python/api-reference/arcgis.features.managers.html) \n",
    "* [`FeatureLayerCollectionManager`](/python/api-reference/arcgis.features.managers.html#featurelayercollectionmanager)\n",
    "  * [`create_view()`]()\n",
    "    * BUG-000150669 Fixes `Unable to add layer View for this hosted service` error if the layer used was non-sequential layer ID in ArcGIS Pro\n",
    "    * BUG-000149641 Fixes output location to be in layer owner's content when run by an organization administration\n",
    "* [`UtilityNetworkManager`](/python/api-reference/arcgis.features.managers.html#utilitynetworkmanager)\n",
    "  * Updates documentation parameter tables for:\n",
    "    * [`trace()`](/python/api-reference/arcgis.features.managers.html#utilitynetworkmanager.trace)\n",
    "    * [`enable_subnetwork_controller()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._utility.UtilityNetworkManager.enable_subnetwork_controller)\n",
    "    * [`disable_subnetwork_controller()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._utility.UtilityNetworkManager.disable_subnetwork_controller)\n",
    "    * [`export_subnetwork()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._utility.UtilityNetworkManager.export_subnetwork)\n",
    "    * [`query_network_moments()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._utility.UtilityNetworkManager.query_network_moments)\n",
    "    * [`synthesize_association_geometries()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._utility.UtilityNetworkManager.synthesize_association_geometries)\n",
    "    * [`update_subnetwork()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._utility.UtilityNetworkManager.update_subnetwork)\n",
    "    * [`validate_topology()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._utility.UtilityNetworkManager.validate_topology)\n",
    "* [`ValidationManager`](/python/api-reference/arcgis.features.managers.html#validationmanager)\n",
    "  * Updates documentation for [`evaluate()`](/python/api-reference/arcgis.features.managers.html#arcgis.features._validation.ValidationManager.evaluate)\n",
    "* [`SyncManager`](/python/api-reference/arcgis.features.managers.html#syncmanager)\n",
    "  * [`create()`](/python/api-reference/arcgis.features.managers.html#arcgis.features.managers.SyncManager.create)\n",
    "    * Fixes incorrect parameter names in API Reference\n",
    "\n",
    "#### [`arcgis.features.analysis`](/python/api-reference/arcgis.features.analysis.html)\n",
    "* Adds note indicating which ArcGIS Enterprise release version introduces the `overwrite` key for the `context` dictionary\n",
    "* Adds error messaging when the required `input_layer` argument is not provided and if `GIS` object is not initialized\n",
    "\n",
    "#### [`arcgis.features.manage_data`](/python/api-reference/arcgis.features.manage_data.html)\n",
    "* [`extract_data()`](/python/api-reference/arcgis.features.manage_data.html#extract-data)\n",
    "  * Fixes bug where `AttributeError` returned when `data_format` argument not provided\n",
    "  * Fixes bug where `output_name` not honored by some output types\n",
    "\n",
    "#### [`arcgis.raster`](/python/api-reference/arcgis.raster.toc.html)\n",
    "* [`RasterCollection`](/python/api-reference/arcgis.raster.toc.html#rastercollection)\n",
    "  * [`filter_by_time()`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.RasterCollection.filter_by_time)\n",
    "    * Fixes incorrect output when method is chained with other filters\n",
    "  * [`map()`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.RasterCollection.map)\n",
    "    * Fixes failure when using cloud data\n",
    "* [`Raster`](/python/api-reference/arcgis.raster.toc.html#raster)\n",
    "  * [`path`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.Raster.path)\n",
    "    * Returns incorrect value for object created from an Image Service url\n",
    "* [`RasterManager`](/python/api-reference/arcgis.raster.toc.html#rastermanager)\n",
    "  * [`update()`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.RasterManager.update)\n",
    "    * BUG-000149205 Fixes documentation error for `raster_id` parameter in table and code sample\n",
    "* [`ImageryLayer`](/python/api-reference/arcgis.raster.toc.html#imagerylayer)\n",
    "  * [`legend()`](/python/api-reference/arcgis.raster.toc.html#arcgis.raster.ImageryLayer.legend)\n",
    "    * Enhances the HTML output for legend when the type of legend is `stretched`\n",
    "\n",
    "#### [`arcgis.raster.analytics`](/python/api-reference/arcgis.raster.analytics.html)\n",
    "* [`create_image_collection()`](/python/api-reference/arcgis.raster.analytics.html#create-image-collection)\n",
    "  * BUG-000145660 Fixes `Portal refresh item` error when `image_collection` argument has spaces\n",
    "* [`copy_raster()`](/python/api-reference/arcgis.raster.analytics.html#copy-raster)\n",
    "  * Fixes incorrect output on `ArcGIS Online` if `input_rasters` argument is a folder with white space in the name\n",
    "\n",
    "#### [`arcgis.geocoding`](/python/api-reference/arcgis.geocoding.html)\n",
    "* [`batch_geocode()`](/python/api-reference/arcgis.geocoding.html#batch-geocode)\n",
    "  * Fixes `KeyError`:'location' if address was not matched `as_featureset` argument is `True`\n",
    "\n",
    "#### [`arcgis.geoenrichment`](/python/api-reference/arcgis.geoenrichment.html)\n",
    "* [`enrich()`](/python/api-reference/arcgis.geoenrichment.html#enrich)\n",
    "  * Fixes `AssertionError` regarding permissions check when connecting to organization with `api_key`\n",
    "  * Fixes `TypeError` with `NamedArea` as `study_areas` argument\n",
    "  * Updates documentation to reference details for argument formatting\n",
    "  * Removes warning that defaults are used when no enrich variables are explicitly entered\n",
    "  * Updates performance for [`Spatially Enabled Dataframes`]((/python/api-reference/arcgis.features.toc.html#geoaccessor))\n",
    "  * Fixes issues so `study_areas` argument can be Geometry objects, Dictionaries, or Spatially Enabled DataFrames\n",
    "  * Fixes failure to return all records when enriching local data\n",
    "* [`Country()`](/python/api-reference/arcgis.geoenrichment.html#country)\n",
    "  * Fixes `TypeError` when accessing [`geometry`](/python/api-reference/arcgis.geoenrichment.html#arcgis.geoenrichment.Country.geometry) property\n",
    "  * Fixes `ValueError` when initializing object with local data in `ArcGIS Pro`\n",
    "\n",
    "#### [`arcgis.geometry`](/python/api-reference/arcgis.geometry.html)\n",
    "* [`Geometry`](/api-reference/arcgis.geometry.html#geometry)\n",
    "  * [`project()`](/python/api-reference/arcgis.geometry.html#project)\n",
    "    * Fixes `JSONDecodeError` error with large number of features\n",
    "\n",
    "#### [`arcgis.mapping`](/python/api-reference/arcgis.mapping.toc.html)\n",
    "* [Working with 2D Maps](/python/api-reference/arcgis.mapping.toc.html#working-with-2d-maps)\n",
    "  * [`WebMap`](/python/api-reference/arcgis.mapping.toc.html#webmap)\n",
    "    * BUG-000153476 Fixes issue initializing from an `item` if `org_settings` not present\n",
    "    * [`gallery_basemaps`](/python/api-reference/arcgis.mapping.toc.html#arcgis.mapping.WebMap.gallery_basemaps)\n",
    "      * Fixes `AttributeError` when setting property\n",
    "      * Updates documentation to reflect appropriate return value\n",
    "    * [`basemap`](/python/api-reference/arcgis.mapping.toc.html#arcgis.mapping.WebMap.basemap)\n",
    "      * Fixes `AttributeError` when setting property\n",
    "    * [`add_layer()`](/python/api-reference/arcgis.mapping.toc.html#arcgis.mapping.WebMap.add_layer)\n",
    "      * Fixes return value when an `Item` is used as input\n",
    "      * Fixes issue where login dialog appears when adding secure layers if authenticated using `ArcGIS Pro` authentication\n",
    "    * [`save()`](/python/api-reference/arcgis.mapping.toc.html#arcgis.mapping.WebMap.save)\n",
    "      * Fixes bug where new basemap was not saved \n",
    "  * [`OfflineMapAreaManager`](/python/api-reference/arcgis.mapping.toc.html#offlinemapareamanager)\n",
    "    * [`create()`](/python/api-reference/arcgis.mapping.toc.html#arcgis.mapping.OfflineMapAreaManager.create)\n",
    "      * BUG-000152778 Fixes `UnboundLocalError` when `max_scale` and `min_scale` are set\n",
    "* [Working with 3D Maps](/python/api-reference/arcgis.mapping.toc.html#working-with-3d-maps)\n",
    "  * Significant updates to properties, methods and internal code operations, including adding the ability to rebuild and update cache, as well as update attributes on Scene Layers published through a Feature Service:\n",
    "    * [`SceneLayer`](/python/api-reference/arcgis.mapping.toc.html#scenelayer)\n",
    "    * [`SceneLayerManager`](/python/api-reference/arcgis.mapping.toc.html#scenelayermanager)\n",
    "    * [`EnterpriseSceneLayerManager`](/python/api-reference/arcgis.mapping.toc.html#enterprisescenelayermanager)\n",
    "* [Working with Map Service Layers](/python/api-reference/arcgis.mapping.toc.html#working-with-map-service-layers)\n",
    "  * Updates to internal code of properties and methods for:\n",
    "    * [`MapImageLayer`](/python/api-reference/arcgis.mapping.toc.html#mapimagelayer)\n",
    "    * [`TileLayer`](/python/api-reference/arcgis.mapping.toc.html#tilelayer)\n",
    "    * [`VectorTileLayer`](/python/api-reference/arcgis.mapping.toc.html#vectortilelayer)\n",
    "  * [`VectorTileLayerManager`](/python/api-reference/arcgis.mapping.toc.html#vectortilelayermanager)\n",
    "    * [`edit_tile_service()`](/python/api-reference/arcgis.mapping.toc.html#arcgis.mapping.VectorTileLayerManager.edit_tile_service)\n",
    "      * BUG-000149882 Fixes failure to edit when modifying `export_tiles_allowed` property\n",
    "      * BUG-000149883 Updates documentation for `source_item_id` to note argument is optional\n",
    "      * BUG-000149884 Fixes `No valid values available to edit the service` error with various arguments\n",
    "\n",
    "#### [`arcgis.apps`](/python/api-reference/arcgis.apps.html)\n",
    "* [`storymap`](/python/api-reference/arcgis.apps.storymap.html)\n",
    "  * [`Storymap`](/python/api-reference/arcgis.apps.storymap.html#storymap)\n",
    "    * Fixes issue where object failed to initialize when using `ArcGIS Enterprise`\n",
    "    * [`nodes`](/python/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story.StoryMap.nodes) property\n",
    "      * Updates return format to an easier format to read\n",
    "    * [`get()`](/python/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story.StoryMap.get) method\n",
    "      * Updates error messaging if searching for non-existent node\n",
    "      * Updates search mechanism to return all main nodes with various text value inputs\n",
    "    * [`save()`](/python/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story.StoryMap.save) methoditle\n",
    "      * Fixes issue where url was set incorrectly when `publish=True`\n",
    "      * Fixes issue where title was being overwritten during publishing\n",
    "      * Fixes issue with thumbnail showing as broken picture in the Item pane\n",
    "  * [`Map`](/python/api-reference/arcgis.apps.storymap.html#map)\n",
    "    * [`map`](/python/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story_content.Map.map)\n",
    "      * Fixes creating initial viewpoint and center when creating new node before adding map to story\n",
    "  * [`Sidecar`](/python/api-reference/arcgis.apps.storymap.html#sidecar)\n",
    "    * [`remove_slide()`](/python/api-reference/arcgis.apps.storymap.html#arcgis.apps.storymap.story_content.Sidecar.remove_slide)\n",
    "      * Fixes bug where deleting slide removed resource even if it was still being used\n",
    "\n",
    "#### [`arcgis.learn`](/python/api-reference/arcgis.learn.toc.html)\n",
    "* Fixes various access errors because checkpoints and folders were being created in incorrect working directory locations\n",
    "* Fixes issue with backbones not downloading correctly ever after install of `arcgis_dl_backbones`\n",
    "* Fixes `from_model()` ignoring `chip_size` of the supplied model\n",
    "* [Data Preparation Methods](/python/api-reference/arcgis.learn.toc.html#data-preparation-methods)\n",
    "  * [`prepare_data()`](/python/api-reference/arcgis.learn.toc.html#prepare-data)\n",
    "    * Fixes `IndexError` with multiple folder workflow if classes are different in each folder\n",
    "    * Fixes inconsistent behavior between RGB and Multispectral data when using `show_batch()`\n",
    "    * Fixes null geometry error during internal conversions\n",
    "    * Fixes failue if number of data points exceeds 65000\n",
    "    * Removes unncessary warning messages regarding class imbalance\n",
    "* [Automated Machine Learning](/python/api-reference/arcgis.learn.toc.html#automated-machine-learning)\n",
    "  * [`AutoDL`](/python/api-reference/arcgis.learn.toc.html#autodl)\n",
    "    * Fixes issue where `show_results()` displayed results incorrectly from predicted results\n",
    "    * Fixes divide by zero error while calculating max epochs\n",
    "    * Fixes error while saving a trained model\n",
    "  * [`AutoML`](/python/api-reference/arcgis.learn.toc.html#automl)\n",
    "    * Fixes datum transformation with output features class when using ArcGIS Pro [`Train Using AutoML (GeoAI)`](https://pro.arcgis.com/en/pro-app/latest/tool-reference/geoai/train-using-automl.htm>) tool\n",
    "    * Fixes bugs due to change of datatype from numpy to pandas\n",
    "    * Fixes `json` serialisation error due to `numpy.int64`\n",
    "    * Fixes class imbalance warning\n",
    "    * [`save()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.AutoML.save)\n",
    "      * Fixes issue where saving more than once returned `FileNotFoundError`\n",
    "  * [`ImageryModel`](/python/api-reference/arcgis.learn.toc.html#imagerymodel)\n",
    "    * [`load(()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.ImageryModel.load)\n",
    "      * Fixes errors with `emd` files created from:\n",
    "        * [`MMDetection`](/python/api-reference/arcgis.learn.toc.html#mmdetection)\n",
    "        * [`MMSegmentation`](/python/api-reference/arcgis.learn.toc.html#mmsegmentation)\n",
    "* [Object Classification Models](/python/api-reference/arcgis.learn.toc.html#object-classification-models)\n",
    "  * [`FeatureClassifier`](/python/api-reference/arcgis.learn.toc.html#featureclassifier)\n",
    "    * Fixes issue where parameter in model file to process a full image was not being recognized\n",
    "* [Object Detection Models](/python/api-reference/arcgis.learn.toc.html#object-detection-models)\n",
    "  * [`FasterRCNN`](/python/api-reference/arcgis.learn.toc.html#fasterrcnn)\n",
    "    * Fixes incorrect metric calculations at the end of each epoch\n",
    "    * Fixes issue with `show_results()` displaying white images when objects initialized from NAIP Imagery\n",
    "  * [`MaskRCNN`](/python/api-reference/arcgis.learn.toc.html#maskrcnn)\n",
    "    * Fixes `AttributeError: 'ListedColormap'` failures for:\n",
    "      * `show_batch()`\n",
    "      * `show_results()`\n",
    "    * [`fit()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.MaskRCNN.fit)\n",
    "      * Fixes `ValueError math domain error`\n",
    "  * [`YOLOv3`](/python/api-reference/arcgis.learn.toc.html#yolov3)\n",
    "    * Fixes `show_results` returning faded images\n",
    "    * [`predict()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.YOLOv3.predict)\n",
    "      * Fixes issue where axes displayed in imagery visualization\n",
    "* [Image Translation Models](/python/api-reference/arcgis.learn.toc.html#image-translation-models)\n",
    "  * [`Pix2PixHD`](/python/api-reference/arcgis.learn.toc.html#pix2pixhd)\n",
    "    * [`from_model()`](/python/api-reference/arcgis.learn.toc.html#aracgis.learn.Pix2PIxHD.from_model)\n",
    "      * Fixes `TypeError` regarding multiple backbones issue when using a checkpoint file\n",
    "* [3d Models](/python/api-reference/arcgis.learn.toc/?highlight=pointcloud#d-models)\n",
    "  * [`RandLANet`](/python/api-reference/arcgis.learn.toc.html#randlanet)\n",
    "    * [`save()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.RandLANet.save)\n",
    "      * Updates method to improve performance time\n",
    "* [Image Translation Models](/python/api-reference/arcgis.learn.toc.html#image-translation-models)\n",
    "  * [`CycleGAN`](/python/api-reference/arcgis.learn.toc.html#cyclegan)\n",
    "    * Removes erroneous matplotlib warning message  with `show_results()`\n",
    "* [Feature, Tabular, anad Timeseries models](/python/api-reference/arcgis.learn.toc.html#feature-tabular-and-timeseries-models)\n",
    "  * [`TimeSeriesModel`](/python/api-reference/arcgis.learn.toc.html#timeseriesmodel)\n",
    "    * [`predict()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.TimeSeriesModel.predict)\n",
    "      * Fixes error when run on object created with [`from_model()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.TimeSeriesModel.from_model)\n",
    "  * [`FullyConnectedNetwork`](/python/api-reference/arcgis.learn.toc.html#fullyconnectednetwork)\n",
    "    * [`predict()`](/python/api-reference/arcgis.learn.toc.html#arcgis.learn.FullyConnectedNetwork.predict)\n",
    "      * Fixes issue where no prediction field existed in the final predicted dataframe\n",
    "* [Model Management]()\n",
    "  * [`train_model()`](/python/api-reference/arcgis.learn.toc.html#train-model)\n",
    "    * Fixes `Division by zero` erro when training multiple folders and data folders are empty"
   ]
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